Estimating Biophysical Parameters from Remotely Sensed Imagery with Gaussian Processes.
Luca PasolliFarid MelganiEnrico BlanzieriPublished in: IGARSS (2) (2008)
Keyphrases
- gaussian processes
- remotely sensed imagery
- gaussian process
- hyperparameters
- covariance function
- gaussian process regression
- satellite images
- model selection
- remote sensing
- multi task
- parameter estimation
- natural images
- parameter settings
- parameter values
- gaussian process models
- geographical information systems
- feature selection
- cross validation
- regression model
- expectation maximization
- support vector
- high quality